Pandas Profiling Report

Dataset statistics

Number of variables	21
Number of observations	5150
Missing cells	1452
Missing cells (%)	1.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	7.0 MiB
Average record size in memory	1.4 KiB

Variable types

Text	6
Categorical	5
Numeric	10

Alerts

`PROPERTY_TYPE` has constant value "flat"	Constant
`AREA` is highly overall correlated with `BEDROOM_NUM` and 2 other fields	High correlation
`BEDROOM_NUM` is highly overall correlated with `AREA` and 1 other fields	High correlation
`PRICE` is highly overall correlated with `AREA` and 3 other fields	High correlation
`Price_per_sqft` is highly overall correlated with `AREA` and 2 other fields	High correlation
`TOTAL_FLOOR` is highly overall correlated with `PRICE` and 1 other fields	High correlation
`BALCONY_NUM` is highly imbalanced (53.1%)	Imbalance
`SOCIETY_NAME` has 80 (1.6%) missing values	Missing
`BALCONY_NUM` has 472 (9.2%) missing values	Missing
`amenity_luxury` has 662 (12.9%) missing values	Missing
`PROP_NAME` has 80 (1.6%) missing values	Missing
`FORMATTED_LANDMARK_DETAILS` has 158 (3.1%) missing values	Missing
`PROP_ID` has unique values	Unique
`FACING` has 1015 (19.7%) zeros	Zeros
`FLOOR_NUM` has 148 (2.9%) zeros	Zeros

Reproduction

Analysis started	2024-08-22 19:56:35.101183
Analysis finished	2024-08-22 19:56:54.908012
Duration	19.81 seconds
Software version	ydata-profiling vv4.9.0
Download configuration	config.json

PROP_ID
Text

UNIQUE

Distinct	5150
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	332.1 KiB

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	46350
Distinct characters	36
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5150 ?
Unique (%)	100.0%

Sample

1st row	J71214794
2nd row	F70835394
3rd row	P69854924
4th row	E69854912
5th row	R69167152

Value	Count	Frequency (%)
j71214794	1	< 0.1%
s70675172	1	< 0.1%
e69854912	1	< 0.1%
r69167152	1	< 0.1%
p69167148	1	< 0.1%
g70022436	1	< 0.1%
u69286152	1	< 0.1%
r69286148	1	< 0.1%
a68913472	1	< 0.1%
m69710576	1	< 0.1%
Other values (5140)	5140	99.8%

Most occurring characters

Value	Count	Frequency (%)
7	6342	13.7%
0	5571	12.0%
6	4912	10.6%
1	4402	9.5%
2	3857	8.3%
8	3758	8.1%
4	3721	8.0%
9	3124	6.7%
3	2827	6.1%
5	2686	5.8%
Other values (26)	5150	11.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	41200	88.9%
Uppercase Letter	5150	11.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	231	4.5%
C	230	4.5%
D	223	4.3%
O	211	4.1%
M	210	4.1%
X	209	4.1%
G	205	4.0%
Q	205	4.0%
V	203	3.9%
R	202	3.9%
Other values (16)	3021	58.7%

Decimal Number

Value	Count	Frequency (%)
7	6342	15.4%
0	5571	13.5%
6	4912	11.9%
1	4402	10.7%
2	3857	9.4%
8	3758	9.1%
4	3721	9.0%
9	3124	7.6%
3	2827	6.9%
5	2686	6.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	41200	88.9%
Latin	5150	11.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	231	4.5%
C	230	4.5%
D	223	4.3%
O	211	4.1%
M	210	4.1%
X	209	4.1%
G	205	4.0%
Q	205	4.0%
V	203	3.9%
R	202	3.9%
Other values (16)	3021	58.7%

Common

Value	Count	Frequency (%)
7	6342	15.4%
0	5571	13.5%
6	4912	11.9%
1	4402	10.7%
2	3857	9.4%
8	3758	9.1%
4	3721	9.0%
9	3124	7.6%
3	2827	6.9%
5	2686	6.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	46350	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
7	6342	13.7%
0	5571	12.0%
6	4912	10.6%
1	4402	9.5%
2	3857	8.3%
8	3758	8.1%
4	3721	8.0%
9	3124	6.7%
3	2827	6.1%
5	2686	5.8%
Other values (26)	5150	11.1%

PROPERTY_TYPE
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	306.9 KiB

flat	5150

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	20600
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	flat
2nd row	flat
3rd row	flat
4th row	flat
5th row	flat

Common Values

Value	Count	Frequency (%)
flat	5150	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
flat	5150	100.0%

Most occurring characters

Value	Count	Frequency (%)
f	5150	25.0%
l	5150	25.0%
a	5150	25.0%
t	5150	25.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	20600	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
f	5150	25.0%
l	5150	25.0%
a	5150	25.0%
t	5150	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	20600	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
f	5150	25.0%
l	5150	25.0%
a	5150	25.0%
t	5150	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20600	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
f	5150	25.0%
l	5150	25.0%
a	5150	25.0%
t	5150	25.0%

SOCIETY_NAME
Text

MISSING

Distinct	1859
Distinct (%)	36.7%
Missing	80
Missing (%)	1.6%
Memory size	361.0 KiB

Length

Max length	49
Median length	39
Mean length	15.37357
Min length	2

Characters and Unicode

Total characters	77944
Distinct characters	71
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1250 ?
Unique (%)	24.7%

Sample

1st row	Bhawani Bandhan
2nd row	Ganguly 4Sight Desire
3rd row	Dtc Capital City
4th row	Dtc Capital City
5th row	Sai Sarovaar

Value	Count	Frequency (%)
on	652	5.5%
request	616	5.2%
apartment	566	4.8%
city	233	2.0%
new	192	1.6%
the	170	1.4%
merlin	129	1.1%
booking	113	1.0%
siddha	112	0.9%
ps	109	0.9%
Other values (1771)	8996	75.7%

Most occurring characters

Value	Count	Frequency (%)
a	8119	10.4%
	6838	8.8%
e	6758	8.7%
n	5282	6.8%
i	4591	5.9%
t	4575	5.9%
r	3891	5.0%
o	2851	3.7%
s	2621	3.4%
l	2343	3.0%
Other values (61)	30075	38.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	58319	74.8%
Uppercase Letter	11739	15.1%
Space Separator	6838	8.8%
Decimal Number	636	0.8%
Other Punctuation	221	0.3%
Open Punctuation	77	0.1%
Close Punctuation	77	0.1%
Dash Punctuation	37	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	8119	13.9%
e	6758	11.6%
n	5282	9.1%
i	4591	7.9%
t	4575	7.8%
r	3891	6.7%
o	2851	4.9%
s	2621	4.5%
l	2343	4.0%
u	2263	3.9%
Other values (16)	15025	25.8%

Uppercase Letter

Value	Count	Frequency (%)
S	1560	13.3%
A	1462	12.5%
R	1300	11.1%
O	915	7.8%
P	697	5.9%
N	643	5.5%
C	631	5.4%
B	578	4.9%
M	563	4.8%
T	531	4.5%
Other values (16)	2859	24.4%

Decimal Number

Value	Count	Frequency (%)
1	173	27.2%
2	151	23.7%
0	116	18.2%
6	37	5.8%
7	35	5.5%
5	32	5.0%
3	28	4.4%
9	25	3.9%
8	22	3.5%
4	17	2.7%

Other Punctuation

Value	Count	Frequency (%)
,	109	49.3%
.	106	48.0%
/	4	1.8%
'	1	0.5%
&	1	0.5%

Space Separator

Value	Count	Frequency (%)
	6838	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	77	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	77	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	37	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	70058	89.9%
Common	7886	10.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	8119	11.6%
e	6758	9.6%
n	5282	7.5%
i	4591	6.6%
t	4575	6.5%
r	3891	5.6%
o	2851	4.1%
s	2621	3.7%
l	2343	3.3%
u	2263	3.2%
Other values (42)	26764	38.2%

Common

Value	Count	Frequency (%)
	6838	86.7%
1	173	2.2%
2	151	1.9%
0	116	1.5%
,	109	1.4%
.	106	1.3%
(	77	1.0%
)	77	1.0%
-	37	0.5%
6	37	0.5%
Other values (9)	165	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	77944	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	8119	10.4%
	6838	8.8%
e	6758	8.7%
n	5282	6.8%
i	4591	5.9%
t	4575	5.9%
r	3891	5.0%
o	2851	3.7%
s	2621	3.4%
l	2343	3.0%
Other values (61)	30075	38.6%

CITY
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	350.6 KiB

Kolkata South	2206
Kolkata East	1593
Kolkata North	1172
Kolkata West	143
Kolkata Central	36

Length

Max length	15
Median length	13
Mean length	12.676893
Min length	12

Characters and Unicode

Total characters	65286
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Kolkata North
2nd row	Kolkata South
3rd row	Kolkata East
4th row	Kolkata East
5th row	Kolkata East

Common Values

Value	Count	Frequency (%)
Kolkata South	2206	42.8%
Kolkata East	1593	30.9%
Kolkata North	1172	22.8%
Kolkata West	143	2.8%
Kolkata Central	36	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
kolkata	5150	50.0%
south	2206	21.4%
east	1593	15.5%
north	1172	11.4%
west	143	1.4%
central	36	0.3%

Most occurring characters

Value	Count	Frequency (%)
a	11929	18.3%
t	10300	15.8%
o	8528	13.1%
l	5186	7.9%
K	5150	7.9%
k	5150	7.9%
	5150	7.9%
h	3378	5.2%
u	2206	3.4%
S	2206	3.4%
Other values (8)	6103	9.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	49836	76.3%
Uppercase Letter	10300	15.8%
Space Separator	5150	7.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	11929	23.9%
t	10300	20.7%
o	8528	17.1%
l	5186	10.4%
k	5150	10.3%
h	3378	6.8%
u	2206	4.4%
s	1736	3.5%
r	1208	2.4%
e	179	0.4%

Uppercase Letter

Value	Count	Frequency (%)
K	5150	50.0%
S	2206	21.4%
E	1593	15.5%
N	1172	11.4%
W	143	1.4%
C	36	0.3%

Space Separator

Value	Count	Frequency (%)
	5150	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	60136	92.1%
Common	5150	7.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	11929	19.8%
t	10300	17.1%
o	8528	14.2%
l	5186	8.6%
K	5150	8.6%
k	5150	8.6%
h	3378	5.6%
u	2206	3.7%
S	2206	3.7%
s	1736	2.9%
Other values (7)	4367	7.3%

Common

Value	Count	Frequency (%)
	5150	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	65286	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	11929	18.3%
t	10300	15.8%
o	8528	13.1%
l	5186	7.9%
K	5150	7.9%
k	5150	7.9%
	5150	7.9%
h	3378	5.2%
u	2206	3.4%
S	2206	3.4%
Other values (8)	6103	9.3%

location
Text

Distinct	443
Distinct (%)	8.6%
Missing	0
Missing (%)	0.0%
Memory size	334.7 KiB

Length

Max length	48
Median length	42
Mean length	9.5258252
Min length	4

Characters and Unicode

Total characters	49058
Distinct characters	62
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	190 ?
Unique (%)	3.7%

Sample

1st row	Madhyamgram
2nd row	Garia
3rd row	Rajarhat
4th row	Rajarhat
5th row	New Town

Value	Count	Frequency (%)
new	858	10.7%
town	814	10.1%
rajarhat	366	4.5%
action	274	3.4%
area	274	3.4%
tollygunge	223	2.8%
bypass	188	2.3%
em	187	2.3%
road	180	2.2%
park	178	2.2%
Other values (478)	4514	56.0%

Most occurring characters

Value	Count	Frequency (%)
a	7880	16.1%
r	3902	8.0%
e	2948	6.0%
	2906	5.9%
n	2715	5.5%
o	2610	5.3%
w	1784	3.6%
u	1727	3.5%
t	1638	3.3%
i	1552	3.2%
Other values (52)	19396	39.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	37962	77.4%
Uppercase Letter	7846	16.0%
Space Separator	2906	5.9%
Decimal Number	317	0.6%
Other Punctuation	26	0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	7880	20.8%
r	3902	10.3%
e	2948	7.8%
n	2715	7.2%
o	2610	6.9%
w	1784	4.7%
u	1727	4.5%
t	1638	4.3%
i	1552	4.1%
l	1470	3.9%
Other values (16)	9736	25.6%

Uppercase Letter

Value	Count	Frequency (%)
N	1283	16.4%
T	1153	14.7%
B	997	12.7%
A	758	9.7%
R	647	8.2%
S	467	6.0%
P	424	5.4%
K	385	4.9%
M	324	4.1%
D	270	3.4%
Other values (12)	1138	14.5%

Decimal Number

Value	Count	Frequency (%)
1	121	38.2%
2	106	33.4%
3	69	21.8%
0	9	2.8%
5	5	1.6%
7	4	1.3%
9	1	0.3%
6	1	0.3%
4	1	0.3%

Other Punctuation

Value	Count	Frequency (%)
,	10	38.5%
.	10	38.5%
/	6	23.1%

Space Separator

Value	Count	Frequency (%)
	2906	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	45808	93.4%
Common	3250	6.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	7880	17.2%
r	3902	8.5%
e	2948	6.4%
n	2715	5.9%
o	2610	5.7%
w	1784	3.9%
u	1727	3.8%
t	1638	3.6%
i	1552	3.4%
l	1470	3.2%
Other values (38)	17582	38.4%

Common

Value	Count	Frequency (%)
	2906	89.4%
1	121	3.7%
2	106	3.3%
3	69	2.1%
,	10	0.3%
.	10	0.3%
0	9	0.3%
/	6	0.2%
5	5	0.2%
7	4	0.1%
Other values (4)	4	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	49058	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	7880	16.1%
r	3902	8.0%
e	2948	6.0%
	2906	5.9%
n	2715	5.5%
o	2610	5.3%
w	1784	3.6%
u	1727	3.5%
t	1638	3.3%
i	1552	3.2%
Other values (52)	19396	39.5%

BEDROOM_NUM
Real number (ℝ)

HIGH CORRELATION

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6231068

Minimum	1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.4 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	9
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.76425411
Coefficient of variation (CV)	0.29135455
Kurtosis	1.6129823
Mean	2.6231068
Median Absolute Deviation (MAD)	1
Skewness	0.52802839
Sum	13509
Variance	0.58408434
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3	2305	44.8%
2	2111	41.0%
4	464	9.0%
1	212	4.1%
5	48	0.9%
6	8	0.2%
7	1	< 0.1%
9	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	212	4.1%
2	2111	41.0%
3	2305	44.8%
4	464	9.0%
5	48	0.9%
6	8	0.2%
7	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
7	1	< 0.1%
6	8	0.2%
5	48	0.9%
4	464	9.0%
3	2305	44.8%
2	2111	41.0%
1	212	4.1%

BALCONY_NUM
Categorical

IMBALANCE MISSING

Distinct	5
Distinct (%)	0.1%
Missing	472
Missing (%)	9.2%
Memory size	303.7 KiB

1.0	3558
2.0	810
0.0	150
3.0	125
4.0	35

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	14034
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	2.0
3rd row	1.0
4th row	4.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	3558	69.1%
2.0	810	15.7%
0.0	150	2.9%
3.0	125	2.4%
4.0	35	0.7%
(Missing)	472	9.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	3558	76.1%
2.0	810	17.3%
0.0	150	3.2%
3.0	125	2.7%
4.0	35	0.7%

Most occurring characters

Value	Count	Frequency (%)
0	4828	34.4%
.	4678	33.3%
1	3558	25.4%
2	810	5.8%
3	125	0.9%
4	35	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9356	66.7%
Other Punctuation	4678	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4828	51.6%
1	3558	38.0%
2	810	8.7%
3	125	1.3%
4	35	0.4%

Other Punctuation

Value	Count	Frequency (%)
.	4678	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	14034	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4828	34.4%
.	4678	33.3%
1	3558	25.4%
2	810	5.8%
3	125	0.9%
4	35	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14034	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4828	34.4%
.	4678	33.3%
1	3558	25.4%
2	810	5.8%
3	125	0.9%
4	35	0.2%

AREA
Real number (ℝ)

HIGH CORRELATION

Distinct	1313
Distinct (%)	25.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1231.087

Minimum	320
Maximum	6694
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.4 KiB

Quantile statistics

Minimum	320
5-th percentile	600
Q1	851.25
median	1090
Q3	1422
95-th percentile	2385
Maximum	6694
Range	6374
Interquartile range (IQR)	570.75

Descriptive statistics

Standard deviation	612.87673
Coefficient of variation (CV)	0.49783381
Kurtosis	10.101021
Mean	1231.087
Median Absolute Deviation (MAD)	261
Skewness	2.4840413
Sum	6340098
Variance	375617.89
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1250	90	1.7%
1000	74	1.4%
900	71	1.4%
850	68	1.3%
800	64	1.2%
1100	59	1.1%
1150	55	1.1%
750	53	1.0%
950	49	1.0%
1200	42	0.8%
Other values (1303)	4525	87.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
320	4	0.1%
325	2	< 0.1%
345	1	< 0.1%
350	2	< 0.1%
360	2	< 0.1%
365	1	< 0.1%
370	1	< 0.1%
390	6	0.1%
391	2	< 0.1%
400	14	0.3%

Value	Count	Frequency (%)
6694	1	< 0.1%
6000	1	< 0.1%
5915	1	< 0.1%
5889	1	< 0.1%
5572	1	< 0.1%
5554	1	< 0.1%
5350	1	< 0.1%
5070	1	< 0.1%
5069	1	< 0.1%
5000	1	< 0.1%

Price_per_sqft
Real number (ℝ)

HIGH CORRELATION

Distinct	2806
Distinct (%)	54.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6262.4177

Minimum	2000
Maximum	30063
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.4 KiB

Quantile statistics

Minimum	2000
5-th percentile	2848.45
Q1	3959.25
median	5300
Q3	7476.5
95-th percentile	13120.75
Maximum	30063
Range	28063
Interquartile range (IQR)	3517.25

Descriptive statistics

Standard deviation	3404.5891
Coefficient of variation (CV)	0.54365411
Kurtosis	5.238298
Mean	6262.4177
Median Absolute Deviation (MAD)	1598.5
Skewness	1.915474
Sum	32251451
Variance	11591227
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4000	89	1.7%
4500	77	1.5%
3500	65	1.3%
4200	58	1.1%
5000	57	1.1%
3000	48	0.9%
3800	46	0.9%
6000	42	0.8%
5500	37	0.7%
3400	36	0.7%
Other values (2796)	4595	89.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2000	6	0.1%
2019	1	< 0.1%
2046	1	< 0.1%
2047	1	< 0.1%
2067	2	< 0.1%
2072	1	< 0.1%
2074	1	< 0.1%
2078	1	< 0.1%
2100	4	0.1%
2130	1	< 0.1%

Value	Count	Frequency (%)
30063	1	< 0.1%
29222	1	< 0.1%
28710	1	< 0.1%
28683	1	< 0.1%
26763	1	< 0.1%
26060	1	< 0.1%
24734	1	< 0.1%
24461	1	< 0.1%
24193	1	< 0.1%
23880	1	< 0.1%

PRICE
Real number (ℝ)

HIGH CORRELATION

Distinct	306
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.868

Minimum	0.06
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.4 KiB

Quantile statistics

Minimum	0.06
5-th percentile	0.2
Q1	0.35
median	0.58
Q3	0.95
95-th percentile	2.65
Maximum	10
Range	9.94
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	0.96074593
Coefficient of variation (CV)	1.1068502
Kurtosis	19.412062
Mean	0.868
Median Absolute Deviation (MAD)	0.27
Skewness	3.7245214
Sum	4470.2
Variance	0.92303274
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.32	129	2.5%
0.28	116	2.3%
0.65	109	2.1%
0.75	106	2.1%
0.45	100	1.9%
0.3	98	1.9%
0.35	93	1.8%
0.4	92	1.8%
0.42	83	1.6%
0.26	81	1.6%
Other values (296)	4143	80.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.06	1	< 0.1%
0.08	5	0.1%
0.09	5	0.1%
0.1	2	< 0.1%
0.11	6	0.1%
0.12	12	0.2%
0.13	7	0.1%
0.14	22	0.4%
0.15	16	0.3%
0.16	42	0.8%

Value	Count	Frequency (%)
10	2	< 0.1%
9.5	1	< 0.1%
9	3	0.1%
8.25	1	< 0.1%
8.2	1	< 0.1%
8.12	1	< 0.1%
8	2	< 0.1%
7.99	1	< 0.1%
7.76	1	< 0.1%
7.7	1	< 0.1%

AGE
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	371.4 KiB

Relatively New Property	2182
Old Property	1926
New Property	650
Moderately Old	392

Length

Max length	23
Median length	12
Mean length	16.812816
Min length	12

Characters and Unicode

Total characters	86586
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Old Property
2nd row	Old Property
3rd row	Old Property
4th row	Old Property
5th row	Old Property

Common Values

Value	Count	Frequency (%)
Relatively New Property	2182	42.4%
Old Property	1926	37.4%
New Property	650	12.6%
Moderately Old	392	7.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
property	4758	38.1%
new	2832	22.7%
old	2318	18.6%
relatively	2182	17.5%
moderately	392	3.1%

Most occurring characters

Value	Count	Frequency (%)
e	12738	14.7%
r	9908	11.4%
t	7332	8.5%
y	7332	8.5%
	7332	8.5%
l	7074	8.2%
o	5150	5.9%
p	4758	5.5%
P	4758	5.5%
N	2832	3.3%
Other values (8)	17372	20.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	66772	77.1%
Uppercase Letter	12482	14.4%
Space Separator	7332	8.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	12738	19.1%
r	9908	14.8%
t	7332	11.0%
y	7332	11.0%
l	7074	10.6%
o	5150	7.7%
p	4758	7.1%
w	2832	4.2%
d	2710	4.1%
a	2574	3.9%
Other values (2)	4364	6.5%

Uppercase Letter

Value	Count	Frequency (%)
P	4758	38.1%
N	2832	22.7%
O	2318	18.6%
R	2182	17.5%
M	392	3.1%

Space Separator

Value	Count	Frequency (%)
	7332	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	79254	91.5%
Common	7332	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	12738	16.1%
r	9908	12.5%
t	7332	9.3%
y	7332	9.3%
l	7074	8.9%
o	5150	6.5%
p	4758	6.0%
P	4758	6.0%
N	2832	3.6%
w	2832	3.6%
Other values (7)	14540	18.3%

Common

Value	Count	Frequency (%)
	7332	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	86586	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	12738	14.7%
r	9908	11.4%
t	7332	8.5%
y	7332	8.5%
	7332	8.5%
l	7074	8.2%
o	5150	5.9%
p	4758	5.5%
P	4758	5.5%
N	2832	3.3%
Other values (8)	17372	20.1%

FACING
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.8930097

Minimum	0
Maximum	8
Zeros	1015
Zeros (%)	19.7%
Negative	0
Negative (%)	0.0%
Memory size	40.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	7
95-th percentile	8
Maximum	8
Range	8
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.8563745
Coefficient of variation (CV)	0.73371882
Kurtosis	-1.5162592
Mean	3.8930097
Median Absolute Deviation (MAD)	3
Skewness	-0.016079146
Sum	20049
Variance	8.1588752
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
7	1226	23.8%
0	1015	19.7%
2	840	16.3%
5	499	9.7%
3	462	9.0%
8	442	8.6%
1	266	5.2%
6	252	4.9%
4	148	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1015	19.7%
1	266	5.2%
2	840	16.3%
3	462	9.0%
4	148	2.9%
5	499	9.7%
6	252	4.9%
7	1226	23.8%
8	442	8.6%

Value	Count	Frequency (%)
8	442	8.6%
7	1226	23.8%
6	252	4.9%
5	499	9.7%
4	148	2.9%
3	462	9.0%
2	840	16.3%
1	266	5.2%
0	1015	19.7%

FURNISH
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	359.8 KiB

Fully furnished	3679
Unfurnished	698
Luxury furnished	533
Semi-furnished	240

Length

Max length	16
Median length	15
Mean length	14.514757
Min length	11

Characters and Unicode

Total characters	74751
Distinct characters	19
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Unfurnished
2nd row	Unfurnished
3rd row	Unfurnished
4th row	Unfurnished
5th row	Unfurnished

Common Values

Value	Count	Frequency (%)
Fully furnished	3679	71.4%
Unfurnished	698	13.6%
Luxury furnished	533	10.3%
Semi-furnished	240	4.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
furnished	4212	45.0%
fully	3679	39.3%
unfurnished	698	7.5%
luxury	533	5.7%
semi-furnished	240	2.6%

Most occurring characters

Value	Count	Frequency (%)
u	9895	13.2%
l	7358	9.8%
n	5848	7.8%
r	5683	7.6%
i	5390	7.2%
e	5390	7.2%
s	5150	6.9%
d	5150	6.9%
f	5150	6.9%
h	5150	6.9%
Other values (9)	14587	19.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	65149	87.2%
Uppercase Letter	5150	6.9%
Space Separator	4212	5.6%
Dash Punctuation	240	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
u	9895	15.2%
l	7358	11.3%
n	5848	9.0%
r	5683	8.7%
i	5390	8.3%
e	5390	8.3%
s	5150	7.9%
d	5150	7.9%
f	5150	7.9%
h	5150	7.9%
Other values (3)	4985	7.7%

Uppercase Letter

Value	Count	Frequency (%)
F	3679	71.4%
U	698	13.6%
L	533	10.3%
S	240	4.7%

Space Separator

Value	Count	Frequency (%)
	4212	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	240	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	70299	94.0%
Common	4452	6.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
u	9895	14.1%
l	7358	10.5%
n	5848	8.3%
r	5683	8.1%
i	5390	7.7%
e	5390	7.7%
s	5150	7.3%
d	5150	7.3%
f	5150	7.3%
h	5150	7.3%
Other values (7)	10135	14.4%

Common

Value	Count	Frequency (%)
	4212	94.6%
-	240	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74751	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
u	9895	13.2%
l	7358	9.8%
n	5848	7.8%
r	5683	7.6%
i	5390	7.2%
e	5390	7.2%
s	5150	6.9%
d	5150	6.9%
f	5150	6.9%
h	5150	6.9%
Other values (9)	14587	19.5%

amenity_luxury
Real number (ℝ)

MISSING

Distinct	821
Distinct (%)	18.3%
Missing	662
Missing (%)	12.9%
Infinite	0
Infinite (%)	0.0%
Mean	331.91199

Minimum	1
Maximum	1105
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.4 KiB

Quantile statistics

Minimum	1
5-th percentile	45
Q1	149
median	291
Q3	469.25
95-th percentile	764
Maximum	1105
Range	1104
Interquartile range (IQR)	320.25

Descriptive statistics

Standard deviation	223.66267
Coefficient of variation (CV)	0.67386137
Kurtosis	0.26273066
Mean	331.91199
Median Absolute Deviation (MAD)	155.5
Skewness	0.82166557
Sum	1489621
Variance	50024.988
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
246	123	2.4%
338	119	2.3%
135	82	1.6%
68	69	1.3%
21	66	1.3%
103	45	0.9%
555	45	0.9%
441	40	0.8%
148	40	0.8%
237	34	0.7%
Other values (811)	3825	74.3%
(Missing)	662	12.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
5	5	0.1%
6	4	0.1%
9	1	< 0.1%
17	3	0.1%
19	3	0.1%
21	66	1.3%
22	1	< 0.1%
23	10	0.2%
24	25	0.5%

Value	Count	Frequency (%)
1105	6	0.1%
1079	1	< 0.1%
1076	2	< 0.1%
1059	2	< 0.1%
1034	4	0.1%
1028	1	< 0.1%
1022	1	< 0.1%
1020	1	< 0.1%
1014	1	< 0.1%
1007	1	< 0.1%

FLOOR_NUM
Real number (ℝ)

ZEROS

Distinct	33
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3452427

Minimum	0
Maximum	34
Zeros	148
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	40.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	3
Q3	5
95-th percentile	15
Maximum	34
Range	34
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.6492044
Coefficient of variation (CV)	1.0699528
Kurtosis	6.1742319
Mean	4.3452427
Median Absolute Deviation (MAD)	2
Skewness	2.2754367
Sum	22378
Variance	21.615102
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
1	1236	24.0%
2	965	18.7%
3	846	16.4%
4	575	11.2%
5	222	4.3%
8	148	2.9%
0	148	2.9%
10	139	2.7%
7	138	2.7%
6	117	2.3%
Other values (23)	616	12.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	148	2.9%
1	1236	24.0%
2	965	18.7%
3	846	16.4%
4	575	11.2%
5	222	4.3%
6	117	2.3%
7	138	2.7%
8	148	2.9%
9	99	1.9%

Value	Count	Frequency (%)
34	3	0.1%
33	2	< 0.1%
31	2	< 0.1%
30	3	0.1%
28	6	0.1%
27	4	0.1%
26	7	0.1%
25	8	0.2%
24	4	0.1%
23	5	0.1%

LATITUDE
Real number (ℝ)

Distinct	2095
Distinct (%)	40.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.158748

Minimum	0
Maximum	88.491741
Zeros	14
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	40.4 KiB

Quantile statistics

Minimum	0
5-th percentile	22.440536
Q1	22.496281
median	22.570171
Q3	22.62265
95-th percentile	22.731442
Maximum	88.491741
Range	88.491741
Interquartile range (IQR)	0.12636845

Descriptive statistics

Standard deviation	10.401722
Coefficient of variation (CV)	0.43055716
Kurtosis	33.767246
Mean	24.158748
Median Absolute Deviation (MAD)	0.06397705
Skewness	5.9012933
Sum	124417.55
Variance	108.19582
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.6006912	244	4.7%
22.5	109	2.1%
88.35469	89	1.7%
22.4658051	44	0.9%
22.730184	38	0.7%
22.44390298	38	0.7%
22.48234	35	0.7%
22.69924	35	0.7%
22.581047	35	0.7%
22.548114	34	0.7%
Other values (2085)	4449	86.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	0.3%
13.036358	1	< 0.1%
13.06146	1	< 0.1%
20.60288	4	0.1%
21.623056	2	< 0.1%
22.28355	1	< 0.1%
22.3269857	1	< 0.1%
22.361462	2	< 0.1%
22.364447	1	< 0.1%
22.364731	4	0.1%

Value	Count	Frequency (%)
88.491741	1	< 0.1%
88.4616753	1	< 0.1%
88.450763	9	0.2%
88.378133	20	0.4%
88.36087	3	0.1%
88.35469	89	1.7%
88.323499	1	< 0.1%
88.300239	1	< 0.1%
88.282673	2	< 0.1%
88.21613	1	< 0.1%

LONGITUDE
Real number (ℝ)

Distinct	2074
Distinct (%)	40.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	86.500507

Minimum	0
Maximum	88.609395
Zeros	14
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	40.4 KiB

Quantile statistics

Minimum	0
5-th percentile	88.296391
Q1	88.366378
median	88.402079
Q3	88.455814
95-th percentile	88.496023
Maximum	88.609395
Range	88.609395
Interquartile range (IQR)	0.089436

Descriptive statistics

Standard deviation	11.272944
Coefficient of variation (CV)	0.13032229
Kurtosis	32.57726
Mean	86.500507
Median Absolute Deviation (MAD)	0.046749
Skewness	-5.8303996
Sum	445477.61
Variance	127.07927
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88.4694535	244	4.7%
88.35	109	2.1%
22.536025	89	1.7%
88.384625	52	1.0%
88.29787361	38	0.7%
88.455814	38	0.7%
88.462231	35	0.7%
88.38115	35	0.7%
88.41252	35	0.7%
88.4004968	34	0.7%
Other values (2064)	4441	86.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	0.3%
22.48357	1	< 0.1%
22.493402	2	< 0.1%
22.5103	1	< 0.1%
22.511184	1	< 0.1%
22.536025	89	1.7%
22.58802	2	< 0.1%
22.59436	3	0.1%
22.62961	1	< 0.1%
22.632687	9	0.2%

Value	Count	Frequency (%)
88.609395	1	< 0.1%
88.5255283	3	0.1%
88.525052	1	< 0.1%
88.524436	1	< 0.1%
88.52036476	1	< 0.1%
88.51997	2	< 0.1%
88.5199079	1	< 0.1%
88.51958012	2	< 0.1%
88.5193094	1	< 0.1%
88.51896	1	< 0.1%

PROP_NAME
Text

MISSING

Distinct	2011
Distinct (%)	39.7%
Missing	80
Missing (%)	1.6%
Memory size	361.3 KiB

Length

Max length	49
Median length	39
Mean length	15.438264
Min length	2

Characters and Unicode

Total characters	78272
Distinct characters	71
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1384 ?
Unique (%)	27.3%

Sample

1st row	Bhawani Bandhan
2nd row	Ganguly 4Sight Desire
3rd row	DTC Capital City
4th row	DTC Capital City
5th row	Sai Sarovaar

Value	Count	Frequency (%)
on	652	5.5%
request	616	5.2%
apartment	566	4.8%
city	233	2.0%
new	192	1.6%
the	170	1.4%
merlin	129	1.1%
booking	113	1.0%
siddha	112	0.9%
ps	109	0.9%
Other values (1771)	8996	75.7%

Most occurring characters

Value	Count	Frequency (%)
a	7918	10.1%
	7166	9.2%
e	6456	8.2%
n	5080	6.5%
t	4343	5.5%
i	4288	5.5%
r	3987	5.1%
o	2980	3.8%
s	2475	3.2%
l	2202	2.8%
Other values (61)	31377	40.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	56202	71.8%
Uppercase Letter	13856	17.7%
Space Separator	7166	9.2%
Decimal Number	636	0.8%
Other Punctuation	221	0.3%
Open Punctuation	77	0.1%
Close Punctuation	77	0.1%
Dash Punctuation	37	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	7918	14.1%
e	6456	11.5%
n	5080	9.0%
t	4343	7.7%
i	4288	7.6%
r	3987	7.1%
o	2980	5.3%
s	2475	4.4%
l	2202	3.9%
u	2176	3.9%
Other values (16)	14297	25.4%

Uppercase Letter

Value	Count	Frequency (%)
S	1706	12.3%
A	1663	12.0%
R	1204	8.7%
N	845	6.1%
P	788	5.7%
O	786	5.7%
T	763	5.5%
C	734	5.3%
E	694	5.0%
M	649	4.7%
Other values (16)	4024	29.0%

Decimal Number

Value	Count	Frequency (%)
1	173	27.2%
2	151	23.7%
0	116	18.2%
6	37	5.8%
7	35	5.5%
5	32	5.0%
3	28	4.4%
9	25	3.9%
8	22	3.5%
4	17	2.7%

Other Punctuation

Value	Count	Frequency (%)
,	109	49.3%
.	106	48.0%
/	4	1.8%
'	1	0.5%
&	1	0.5%

Space Separator

Value	Count	Frequency (%)
	7166	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	77	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	77	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	37	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	70058	89.5%
Common	8214	10.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	7918	11.3%
e	6456	9.2%
n	5080	7.3%
t	4343	6.2%
i	4288	6.1%
r	3987	5.7%
o	2980	4.3%
s	2475	3.5%
l	2202	3.1%
u	2176	3.1%
Other values (42)	28153	40.2%

Common

Value	Count	Frequency (%)
	7166	87.2%
1	173	2.1%
2	151	1.8%
0	116	1.4%
,	109	1.3%
.	106	1.3%
(	77	0.9%
)	77	0.9%
-	37	0.5%
6	37	0.5%
Other values (9)	165	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	78272	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	7918	10.1%
	7166	9.2%
e	6456	8.2%
n	5080	6.5%
t	4343	5.5%
i	4288	5.5%
r	3987	5.1%
o	2980	3.8%
s	2475	3.2%
l	2202	2.8%
Other values (61)	31377	40.1%

TOTAL_FLOOR
Real number (ℝ)

HIGH CORRELATION

Distinct	39
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.484466

Minimum	1
Maximum	42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.4 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	4
median	5
Q3	14
95-th percentile	26
Maximum	42
Range	41
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	8.0515703
Coefficient of variation (CV)	0.84892183
Kurtosis	0.99434673
Mean	9.484466
Median Absolute Deviation (MAD)	2
Skewness	1.3667346
Sum	48845
Variance	64.827784
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
4	1664	32.3%
5	591	11.5%
3	577	11.2%
12	195	3.8%
20	175	3.4%
6	148	2.9%
11	144	2.8%
14	140	2.7%
13	129	2.5%
7	129	2.5%
Other values (29)	1258	24.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	10	0.2%
2	70	1.4%
3	577	11.2%
4	1664	32.3%
5	591	11.5%
6	148	2.9%
7	129	2.5%
8	48	0.9%
9	44	0.9%
10	76	1.5%

Value	Count	Frequency (%)
42	3	0.1%
38	4	0.1%
37	1	< 0.1%
36	1	< 0.1%
35	45	0.9%
34	11	0.2%
33	34	0.7%
32	14	0.3%
31	23	0.4%
30	28	0.5%

FORMATTED_LANDMARK_DETAILS
Text

MISSING

Distinct	1152
Distinct (%)	23.1%
Missing	158
Missing (%)	3.1%
Memory size	749.3 KiB

Length

Max length	198
Median length	151
Mean length	95.659856
Min length	2

Characters and Unicode

Total characters	477534
Distinct characters	52
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	491 ?
Unique (%)	9.8%

Sample

1st row	['5 Religious Places', '15 Hospitals', '1 Attraction', '1 Bus Depot']
2nd row	['3 Metro Stations', '9 Religious Places', '3 ATMs', '15 Hospitals', '1 Attraction', '2 Pharmacys', '2 Miscellaneouss']
3rd row	['1 Shopping', '1 Education', '1 Hospital', '1 Airport', '1 Park', '1 Office Complex']
4th row	['1 Shopping', '1 Education', '1 Hospital', '1 Airport', '1 Park', '1 Office Complex']
5th row	['1 Metro Station', '1 Religious Place', '1 ATM', '6 Hospitals', '1 Pharmacy', '4 Office Complexes', '1 Parking', '3 Bus Depots']

Value	Count	Frequency (%)
1	14580	21.3%
2	5815	8.5%
hospitals	3926	5.7%
religious	3180	4.6%
atms	2467	3.6%
3	2466	3.6%
bus	2368	3.5%
places	2286	3.3%
miscellaneous	2129	3.1%
metro	1917	2.8%
Other values (71)	27426	40.0%

Most occurring characters

Value	Count	Frequency (%)
	63568	13.3%
'	58714	12.3%
s	30995	6.5%
i	26168	5.5%
o	24901	5.2%
,	24389	5.1%
a	22122	4.6%
t	21737	4.6%
e	20797	4.4%
l	18839	3.9%
Other values (42)	165304	34.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	243644	51.0%
Other Punctuation	83103	17.4%
Space Separator	63568	13.3%
Uppercase Letter	45031	9.4%
Decimal Number	32204	6.7%
Close Punctuation	4992	1.0%
Open Punctuation	4992	1.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	30995	12.7%
i	26168	10.7%
o	24901	10.2%
a	22122	9.1%
t	21737	8.9%
e	20797	8.5%
l	18839	7.7%
p	12655	5.2%
c	11804	4.8%
n	11411	4.7%
Other values (13)	42215	17.3%

Uppercase Letter

Value	Count	Frequency (%)
M	7378	16.4%
P	5629	12.5%
H	5113	11.4%
A	4974	11.0%
S	4582	10.2%
R	3955	8.8%
T	2926	6.5%
B	2715	6.0%
C	2237	5.0%
D	2160	4.8%
Other values (4)	3362	7.5%

Decimal Number

Value	Count	Frequency (%)
1	17017	52.8%
2	6818	21.2%
3	2832	8.8%
4	1579	4.9%
5	1133	3.5%
6	783	2.4%
7	750	2.3%
0	525	1.6%
8	467	1.5%
9	300	0.9%

Other Punctuation

Value	Count	Frequency (%)
'	58714	70.7%
,	24389	29.3%

Space Separator

Value	Count	Frequency (%)
	63568	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	4992	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	4992	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	288675	60.5%
Common	188859	39.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	30995	10.7%
i	26168	9.1%
o	24901	8.6%
a	22122	7.7%
t	21737	7.5%
e	20797	7.2%
l	18839	6.5%
p	12655	4.4%
c	11804	4.1%
n	11411	4.0%
Other values (27)	87246	30.2%

Common

Value	Count	Frequency (%)
	63568	33.7%
'	58714	31.1%
,	24389	12.9%
1	17017	9.0%
2	6818	3.6%
]	4992	2.6%
[	4992	2.6%
3	2832	1.5%
4	1579	0.8%
5	1133	0.6%
Other values (5)	2825	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	477534	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	63568	13.3%
'	58714	12.3%
s	30995	6.5%
i	26168	5.5%
o	24901	5.2%
,	24389	5.1%
a	22122	4.6%
t	21737	4.6%
e	20797	4.4%
l	18839	3.9%
Other values (42)	165304	34.6%

DESCRIPTION
Text

Distinct	4948
Distinct (%)	96.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Length

Max length	3693
Median length	981
Mean length	562.06252
Min length	31

Characters and Unicode

Total characters	2894622
Distinct characters	92
Distinct categories	13 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4841 ?
Unique (%)	94.0%

Sample

1st row	Experience a new style of living with Bhawani Bandhan. It offers an exclusive range of 2 BHK apartments in Madhyamgram, Kolkata North. Here is a steal deal for you. Book your 2 BHK apartment here at a never before price of Rs. 39 Lac. The unit has a super built-up area of 920.0 sq. ft. This is an under construction project. It has been designed keeping every small to large needs of residents in consideration. Plus, a comprehensive range of amenities including Indoor Games, Card Room, Gymnasium, Lift(s), Banquet Hall, etc. make it one of the most desirable residential projects in Kolkata North.
2nd row	Let your dream of owning a flat come true with Ganguly 4Sight Desire. It offers an exclusive range of 1 BHK flats in Garia, Kolkata South. We bring you an amazing deal of a 1 BHK that is currently available at price of Rs. 27.29 Lac and has a super built-up area of 535.0 sq. ft. Ganguly 4Sight Desire is a secured gated community that further has 24x7 security systems. It has round the clock power back up as well as features many more attractive facilities with a host of amenities like Lift(s), Community Hall, Indoor Games, Gated Community, Car Parking, etc.
3rd row	Book your 4 BHK apartment in DTC Capital City, Rajarhat, Kolkata East. Having a super built-up area of 1940.0 sq. ft., the property is well ventilated and promises an exclusive view and refreshing vibes. The project is a superbly designed project set amidst excellent surroundings and offers residents a world-class infrastructure. Look at its range of general amenities that include Party Lawn, Reflexology Park, Amphitheatre, Library, Senior Citizen Sitout and the premium amenities, including Spa, Squash Court, Basketball Court and what not. Now, you can buy this exclusive 4 BHK apartment at Rs. 92 Lac.
4th row	Make DTC Capital City your next home. Book your 2 BHK flat in Rajarhat, Kolkata East. With a super built-up area of 910.0 sq. ft., the flat combines the finest design and amenities in Kolkata East to provide a living experience unlike any other. Here is an exclusive deal for you. Buy your 2 BHK flat for Rs. 42 Lac. It is a new launch property which is unique in its perfect harmony of classic form and modern construction. The features and the amenities like Banquet Hall, Cricket Pitch, Jogging Track, Cafeteria, Reflexology Park and many more make this project an epitome of modern living. Further, the society is well connected with all means of public transport.
5th row	Book a spectacular property in Sai Sarovaar that brings 3 BHK apartments in New Town, Kolkata East. We have a 3 BHK apartment with a super built-up area of 1163.0 sq. ft., available at an economical price of Rs. 54.66 Lac. A close attention has been paid to each detail for a comfortable living. There are 1 towers in Sai Sarovaar. Further, you can stay assured of Car Parking, Lift(s), etc. Loaded with all the modern amenities, the project is certainly a steal deal.

Value	Count	Frequency (%)
the	22963	4.6%
is	19767	4.0%
of	14821	3.0%
a	13431	2.7%
this	11694	2.4%
and	11475	2.3%
flat	10744	2.2%
in	9696	2.0%
to	8390	1.7%
for	7988	1.6%
Other values (9138)	363558	73.5%

Most occurring characters

Value	Count	Frequency (%)
	481632	16.6%
e	220422	7.6%
a	212235	7.3%
t	195839	6.8%
o	186522	6.4%
i	169414	5.9%
s	160046	5.5%
r	142054	4.9%
n	128105	4.4%
l	119043	4.1%
Other values (82)	879310	30.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2201544	76.1%
Space Separator	481658	16.6%
Other Punctuation	73345	2.5%
Uppercase Letter	55534	1.9%
Decimal Number	52842	1.8%
Control	14825	0.5%
Dash Punctuation	6089	0.2%
Close Punctuation	4352	0.2%
Open Punctuation	3998	0.1%
Math Symbol	400	< 0.1%
Other values (3)	35	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	220422	10.0%
a	212235	9.6%
t	195839	8.9%
o	186522	8.5%
i	169414	7.7%
s	160046	7.3%
r	142054	6.5%
n	128105	5.8%
l	119043	5.4%
h	80193	3.6%
Other values (16)	587671	26.7%

Uppercase Letter

Value	Count	Frequency (%)
T	17117	30.8%
F	5240	9.4%
A	4811	8.7%
C	3400	6.1%
S	2949	5.3%
B	2664	4.8%
I	2402	4.3%
L	2086	3.8%
N	1662	3.0%
P	1574	2.8%
Other values (16)	11629	20.9%

Other Punctuation

Value	Count	Frequency (%)
.	41247	56.2%
,	24707	33.7%
/	2853	3.9%
:	2411	3.3%
'	880	1.2%
&	447	0.6%
?	295	0.4%
*	250	0.3%
!	108	0.1%
%	102	0.1%
Other values (4)	45	0.1%

Decimal Number

Value	Count	Frequency (%)
1	11247	21.3%
2	11099	21.0%
0	6932	13.1%
3	6833	12.9%
5	4840	9.2%
4	4816	9.1%
7	2190	4.1%
8	1788	3.4%
6	1652	3.1%
9	1445	2.7%

Math Symbol

Value	Count	Frequency (%)
+	286	71.5%
\|	77	19.2%
=	26	6.5%
~	7	1.8%
>	3	0.8%
<	1	0.2%

Space Separator

Value	Count	Frequency (%)
	481632	> 99.9%
	26	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	6063	99.6%
–	26	0.4%

Control

Value	Count	Frequency (%)
	14825	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4352	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3998	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	30	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2257078	78.0%
Common	637544	22.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	220422	9.8%
a	212235	9.4%
t	195839	8.7%
o	186522	8.3%
i	169414	7.5%
s	160046	7.1%
r	142054	6.3%
n	128105	5.7%
l	119043	5.3%
h	80193	3.6%
Other values (42)	643205	28.5%

Common

Value	Count	Frequency (%)
	481632	75.5%
.	41247	6.5%
,	24707	3.9%
	14825	2.3%
1	11247	1.8%
2	11099	1.7%
0	6932	1.1%
3	6833	1.1%
-	6063	1.0%
5	4840	0.8%
Other values (30)	28119	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2894540	> 99.9%
Punctuation	56	< 0.1%
None	26	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	481632	16.6%
e	220422	7.6%
a	212235	7.3%
t	195839	6.8%
o	186522	6.4%
i	169414	5.9%
s	160046	5.5%
r	142054	4.9%
n	128105	4.4%
l	119043	4.1%
Other values (79)	879228	30.4%

Punctuation

Value	Count	Frequency (%)
’	30	53.6%
–	26	46.4%

None

Value	Count	Frequency (%)
	26	100.0%

Auto

Heatmap
Table

	AGE	AREA	BALCONY_NUM	BEDROOM_NUM	CITY	FACING	FLOOR_NUM	FURNISH	LATITUDE	LONGITUDE	PRICE	Price_per_sqft	TOTAL_FLOOR	amenity_luxury
AGE	1.000	0.058	0.098	0.083	0.125	0.211	0.076	0.277	0.060	0.071	0.060	0.110	0.148	0.066
AREA	0.058	1.000	0.261	0.822	0.118	-0.029	0.295	0.078	-0.052	0.059	0.855	0.557	0.410	0.156
BALCONY_NUM	0.098	0.261	1.000	0.249	0.111	0.039	0.129	0.062	0.088	0.102	0.169	0.119	0.142	0.085
BEDROOM_NUM	0.083	0.822	0.249	1.000	0.090	-0.051	0.193	0.099	-0.023	0.035	0.693	0.438	0.316	0.095
CITY	0.125	0.118	0.111	0.090	1.000	0.100	0.092	0.065	0.056	0.070	0.152	0.215	0.171	0.131
FACING	0.211	-0.029	0.039	-0.051	0.100	1.000	0.182	0.337	-0.022	-0.030	-0.100	-0.126	-0.161	0.170
FLOOR_NUM	0.076	0.295	0.129	0.193	0.092	0.182	1.000	0.121	0.001	0.066	0.352	0.325	0.465	0.253
FURNISH	0.277	0.078	0.062	0.099	0.065	0.337	0.121	1.000	0.055	0.059	0.076	0.095	0.167	0.110
LATITUDE	0.060	-0.052	0.088	-0.023	0.056	-0.022	0.001	0.055	1.000	0.324	-0.129	-0.174	0.050	0.016
LONGITUDE	0.071	0.059	0.102	0.035	0.070	-0.030	0.066	0.059	0.324	1.000	0.032	0.001	0.173	0.067
PRICE	0.060	0.855	0.169	0.693	0.152	-0.100	0.352	0.076	-0.129	0.032	1.000	0.887	0.575	0.174
Price_per_sqft	0.110	0.557	0.119	0.438	0.215	-0.126	0.325	0.095	-0.174	0.001	0.887	1.000	0.579	0.155
TOTAL_FLOOR	0.148	0.410	0.142	0.316	0.171	-0.161	0.465	0.167	0.050	0.173	0.575	0.579	1.000	0.270
amenity_luxury	0.066	0.156	0.085	0.095	0.131	0.170	0.253	0.110	0.016	0.067	0.174	0.155	0.270	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	PROP_ID	PROPERTY_TYPE	SOCIETY_NAME	CITY	location	BEDROOM_NUM	BALCONY_NUM	AREA	Price_per_sqft	PRICE	AGE	FURNISH	amenity_luxury	FLOOR_NUM	LATITUDE	LONGITUDE	PROP_NAME	TOTAL_FLOOR	FORMATTED_LANDMARK_DETAILS	DESCRIPTION
0	J71214794	flat	Bhawani Bandhan	Kolkata North	Madhyamgram	2.0	NaN	920	4239.0	0.39	Old Property	Unfurnished	NaN	1	22.690003	88.459080	Bhawani Bandhan	11.0	['5 Religious Places', '15 Hospitals', '1 Attraction', '1 Bus Depot']	Experience a new style of living with Bhawani Bandhan. It offers an exclusive range of 2 BHK apartments in Madhyamgram, Kolkata North. Here is a steal deal for you. Book your 2 BHK apartment here at a never before price of Rs. 39 Lac. The unit has a super built-up area of 920.0 sq. ft. \n\nThis is an under construction project. It has been designed keeping every small to large needs of residents in consideration. Plus, a comprehensive range of amenities including Indoor Games, Card Room, Gymnasium, Lift(s), Banquet Hall, etc. make it one of the most desirable residential projects in Kolkata North.
1	F70835394	flat	Ganguly 4Sight Desire	Kolkata South	Garia	1.0	NaN	535	5100.0	0.27	Old Property	Unfurnished	NaN	1	22.468780	88.380720	Ganguly 4Sight Desire	7.0	['3 Metro Stations', '9 Religious Places', '3 ATMs', '15 Hospitals', '1 Attraction', '2 Pharmacys', '2 Miscellaneouss']	Let your dream of owning a flat come true with Ganguly 4Sight Desire. It offers an exclusive range of 1 BHK flats in Garia, Kolkata South. We bring you an amazing deal of a 1 BHK that is currently available at price of Rs. 27.29 Lac and has a super built-up area of 535.0 sq. ft. \n\nGanguly 4Sight Desire is a secured gated community that further has 24x7 security systems. It has round the clock power back up as well as features many more attractive facilities with a host of amenities like Lift(s), Community Hall, Indoor Games, Gated Community, Car Parking, etc.
2	P69854924	flat	Dtc Capital City	Kolkata East	Rajarhat	4.0	NaN	1940	4742.0	0.92	Old Property	Unfurnished	NaN	1	22.562087	88.505528	DTC Capital City	20.0	['1 Shopping', '1 Education', '1 Hospital', '1 Airport', '1 Park', '1 Office Complex']	Book your 4 BHK apartment in DTC Capital City, Rajarhat, Kolkata East. Having a super built-up area of 1940.0 sq. ft., the property is well ventilated and promises an exclusive view and refreshing vibes.\n\nThe project is a superbly designed project set amidst excellent surroundings and offers residents a world-class infrastructure. Look at its range of general amenities that include Party Lawn, Reflexology Park, Amphitheatre, Library, Senior Citizen Sitout and the premium amenities, including Spa, Squash Court, Basketball Court and what not. Now, you can buy this exclusive 4 BHK apartment at Rs. 92 Lac.
3	E69854912	flat	Dtc Capital City	Kolkata East	Rajarhat	2.0	NaN	910	4615.0	0.42	Old Property	Unfurnished	NaN	1	22.562087	88.505528	DTC Capital City	20.0	['1 Shopping', '1 Education', '1 Hospital', '1 Airport', '1 Park', '1 Office Complex']	Make DTC Capital City your next home. Book your 2 BHK flat in Rajarhat, Kolkata East. With a super built-up area of 910.0 sq. ft., the flat combines the finest design and amenities in Kolkata East to provide a living experience unlike any other. Here is an exclusive deal for you. Buy your 2 BHK flat for Rs. 42 Lac. It is a new launch property which is unique in its perfect harmony of classic form and modern construction.\n\nThe features and the amenities like Banquet Hall, Cricket Pitch, Jogging Track, Cafeteria, Reflexology Park and many more make this project an epitome of modern living. Further, the society is well connected with all means of public transport.
4	R69167152	flat	Sai Sarovaar	Kolkata East	New Town	3.0	NaN	1163	4700.0	0.55	Old Property	Unfurnished	NaN	1	22.570830	88.483880	Sai Sarovaar	4.0	['1 Metro Station', '1 Religious Place', '1 ATM', '6 Hospitals', '1 Pharmacy', '4 Office Complexes', '1 Parking', '3 Bus Depots']	Book a spectacular property in Sai Sarovaar that brings 3 BHK apartments in New Town, Kolkata East. We have a 3 BHK apartment with a super built-up area of 1163.0 sq. ft., available at an economical price of Rs. 54.66 Lac.\n\nA close attention has been paid to each detail for a comfortable living. There are 1 towers in Sai Sarovaar. Further, you can stay assured of Car Parking, Lift(s), etc. Loaded with all the modern amenities, the project is certainly a steal deal.
5	P69167148	flat	Sai Sarovaar	Kolkata East	New Town	2.0	NaN	901	4700.0	0.42	Old Property	Unfurnished	NaN	1	22.570830	88.483880	Sai Sarovaar	4.0	['1 Metro Station', '1 Religious Place', '1 ATM', '6 Hospitals', '1 Pharmacy', '4 Office Complexes', '1 Parking', '3 Bus Depots']	Sai Sarovaar is a residential project, offering a range of 2 BHK flats in New Town, Kolkata East. It hosts exclusively designed 1 towers, each presenting an epitome of class and simplicity. We bring you a chance to book your 2 BHK flat that has a super built-up area of 901.0 sq. ft. \n\nIt is an under construction property. With an impressive layout and a comprehensive range of amenities like Car Parking, Lift(s), etc., the project leaves no stone unturned to amaze.
6	G70022436	flat	Merlin Serenia	Kolkata North	Bt Road	2.0	NaN	732	8759.0	0.64	Old Property	Unfurnished	NaN	1	22.646640	88.378170	Merlin Serenia	25.0	['2 Connectivities', '1 Education']	Book a spectacular property in Merlin Serenia that brings 2 BHK apartments in BT Road, Kolkata North. We have a 2 BHK apartment with a built-up area of 732.0 sq. ft., available at an economical price of Rs. 64.12 Lac.\n\nA close attention has been paid to each detail for a comfortable living. There are 2 towers in Merlin Serenia. Further, you can stay assured of Banquet Hall, Steam Room, Rain Water Harvesting, Spa, Gymnasium, etc. Loaded with all the modern amenities, the project is certainly a steal deal.
7	U69286152	flat	Sunday On The House	Kolkata East	New Town	3.0	NaN	1460	5200.0	0.76	Old Property	Unfurnished	NaN	1	22.603361	88.447509	Sunday On The House	5.0	['6 Connectivities', '2 Educations', '1 Hospital', '1 Airport', '1 Office Complex']	Sunday On The House is a ready to move project, offering a great 3 BHK flat in New Town, Kolkata East. The unit has a super built-up area of 1460.0 sq. ft. and is available at a price of Rs. 75.92 Lac. \n\nSunday On The House is well connected to the city areas and features a large number of amenities to fit your needs. It is equipped with highlights such as InterCom, Senior Citizen Sitout, Landscape Garden, Fire Fighting Systems, Library, etc. that make it one of the most sought after neighborhoods.
8	R69286148	flat	Sunday On The House	Kolkata East	New Town	2.0	NaN	1050	5200.0	0.55	Old Property	Unfurnished	NaN	1	22.603361	88.447509	Sunday On The House	5.0	['6 Connectivities', '2 Educations', '1 Hospital', '1 Airport', '1 Office Complex']	Experience a new style of living with Sunday On The House. It offers an exclusive range of 2 BHK apartments in New Town, Kolkata East. Here is a steal deal for you. Book your 2 BHK apartment here at a never before price of Rs. 54.6 Lac. The unit has a super built-up area of 1050.0 sq. ft. \n\nThis is a ready to move project. It has been designed keeping every small to large needs of residents in consideration. Plus, a comprehensive range of amenities including Yoga/Meditation Area, Gated Community, Landscape Garden, InterCom, Car Parking, etc. make it one of the most desirable residential projects in Kolkata East.
9	M69710576	flat	Spotlight Countryside	Kolkata South	Rajpur	3.0	NaN	1084	3500.0	0.38	Old Property	Unfurnished	NaN	1	22.416283	88.402759	Spotlight Countryside	11.0	['1 Shopping', '1 Connectivity', '2 Educations', '1 Hospital', '1 Airport', '1 Railway Station', '1 Hotels']	Spotlight Countryside is a new launch project, offering a great 3 BHK flat in Narendrapur, Kolkata South. The unit has a super built-up area of 1084.0 sq. ft. and is available at a price of Rs. 37.94 Lac. \n\nSpotlight Countryside is well connected to the city areas and features a large number of amenities to fit your needs. It is equipped with highlights such as Car Parking, Paved Compound, Community Hall, Internal Street Lights, Landscape Garden, etc. that make it one of the most sought after neighborhoods.

	PROP_ID	PROPERTY_TYPE	SOCIETY_NAME	CITY	location	BEDROOM_NUM	BALCONY_NUM	AREA	Price_per_sqft	PRICE	AGE	FACING	FURNISH	amenity_luxury	FLOOR_NUM	LATITUDE	LONGITUDE	PROP_NAME	TOTAL_FLOOR	FORMATTED_LANDMARK_DETAILS	DESCRIPTION
5140	H71230840	flat	On Request	Kolkata North	Sodepur	2.0	1.0	715	3000.0	0.21	Relatively New Property	4	Unfurnished	246.0	4	22.702013	88.389120	on request	4.0	['1 Religious Place', '13 Hospitals', '1 Attraction', '1 Bus Depot']	On request is one of kolkata north's most sought after destination for apartments and this 2 bhk flat in sodepur is your opportunity to be a part of this community. Containing 2 bedroom(s), 2 bathrooms and 1 balcony, this flat is spread over a super built up area of 715 sq.Ft. This flat lies on the top level of a 4 storey building. This is a ready to move project and the property is 1-5 years old.\n Additional details :\n\nNo power backup is available.\nThe society has dedicated security guards for every tower.
5141	Y71230782	flat	On Request	Kolkata North	Sodepur	3.0	1.0	1115	3000.0	0.33	Relatively New Property	2	Fully furnished	246.0	4	22.702013	88.389120	on request	4.0	['1 Religious Place', '13 Hospitals', '1 Attraction', '1 Bus Depot']	This beautiful 3 bhk flat in sodepur, kolkata north is situated in on request, one of the popular residential society in kolkata north. Constructed on a super built up area of 1115 sq.Ft., the flat comprises 3 bedroom(s), 2 bathrooms and 1 balcony. This flat is situated on the top floor of this 4 floors tall residential building. This 1-5 years old property is available for immediate possession as the project is ready to move.\n Additional details :\n\nNo power backup is available.\nThe society has dedicated security guards for every tower.
5142	B71230542	flat	On Request	Kolkata North	Sodepur	3.0	1.0	1110	3000.0	0.33	Relatively New Property	7	Unfurnished	246.0	4	22.701960	88.389504	on request	4.0	['1 Religious Place', '13 Hospitals', '1 Attraction', '1 Bus Depot']	Situated in sodepur, kolkata north, on request is a well planned society that offers a pleasant living experience to its residents. This 3 bhk flat in kolkata north is your opportunity to be a part of this community. Containing 3 bedroom(s), 2 bathrooms and 1 balcony, this flat is spread over a super built up area of 1110 sq.Ft. This flat lies on the top level of a 4 storey building. Being a ready to move project, you can expect immediate possession of this 1-5 years old property.
5143	W71230298	flat	On Request	Kolkata North	Sodepur	2.0	1.0	710	3000.0	0.21	Relatively New Property	8	Fully furnished	246.0	4	22.702159	88.389192	on request	4.0	['1 Religious Place', '13 Hospitals', '1 Attraction', '1 Bus Depot']	Check out this 2 bhk apartment for sale in on request, a popular residential project that houses in-Demand flats in sodepur, kolkata north. The flat occupies a super built up area of 710 sq.Ft. That consists of 2 bedrooms, 2 bathrooms and 1 balcony. This flat lies on the top level of a 4 storey building. This 1-5 years old property is available for immediate possession as the project is ready to move.
5144	W71222584	flat	Siddha Eden Lakeville	Kolkata North	Bt Road	2.0	1.0	1100	5954.0	0.66	Old Property	3	Fully furnished	673.0	10	22.612664	88.377414	Siddha Eden LakeVille	24.0	['1 Metro Station', '1 Shopping', '1 Connectivity', '2 Educations', '1 Hospital', '1 Airport', '1 Railway Station']	It is a spacious 2 bhk with 2 room, 2 bath, 1 balcony, east garden swimming pool facing flat on higher floor, 1 covered parking, ready to move property for immediate sell.
5145	U71217472	flat	Shyama Apartment	Kolkata South	Behala	2.0	1.0	730	4520.0	0.33	Relatively New Property	8	Fully furnished	307.0	2	22.497809	88.309352	Shyama Apartment	2.0	['1 Shopping', '8 Religious Places', '4 ATMs', '18 Hospitals', '2 Pharmacys', '1 Bus Depot']	There is no brokerage charges for this property\nProject name: Shyama apartment\nLocality: Behala 14 no.\nPossession: Ready to move\nFlat size (Sq. Ft.): 2 bhk (750) (720)\n2 bed room dinning & kitchen 2 toilets & balcony south east facing\nFloor: 2nd no lift\nPrice: Rs.4500/-\nParking: Not available .\nLoan :Available from all banks.\nThank you
5146	E64737128	flat	Privet	Kolkata South	New Alipore	3.0	1.0	2000	9000.0	1.80	Moderately Old	7	Luxury furnished	192.0	2	22.514358	88.325146	privet	5.0	['1 Shopping', '5 Religious Places', '5 ATMs', '21 Hospitals', '1 Pharmacy', '1 Bus Depot', '1 Miscellaneous']	This beautiful 3 bhk flat in new alipore, kolkata south is situated in privet, one of the popular residential society in kolkata south. The flat occupies a super built up area of 2000 sq.Ft. That consists of 3 bedrooms, 3 bathrooms and 1 balcony. The property is located on the 2nd floor of a 5 floor tall building. An added advantage of this 10+ year(s) old flat is that it is available for immediate possession as the project is already ready to move.
5147	J66826540	flat	Ambuja Upohar The Condoville	Kolkata South	Chak Garia	3.0	2.0	1843	8410.0	1.55	New Property	7	Luxury furnished	135.0	14	22.485966	88.396453	Ambuja Upohar The Condoville	19.0	['1 Metro Station', '14 Religious Places', '3 ATMs', '13 Hospitals', '1 Pharmacy', '1 Bus Depot', '1 Miscellaneous', '1 Library']	Ambuja upohar the condoville is one of the most popular destination for buying apartments/ flats in chak garia, kolkata south. You too can be a part of this society by purchasing this 3 bhk flat here. The floor plan additionally contains 3 bedroom(s), 2 bathrooms and 2 balconies. All in all, the flat is spread over a super built up area of 1843 sq.Ft. The flat has a total of 19 floors and this property is situated on 14th floor. Being a ready to move project, you can expect immediate possession of this 5-10 years old property.
5148	E66826562	flat	Ambuja Upohar The Condoville	Kolkata South	Chak Garia	3.0	2.0	2079	8417.0	1.75	New Property	7	Luxury furnished	135.0	10	22.485966	88.396453	Ambuja Upohar The Condoville	19.0	['1 Metro Station', '14 Religious Places', '3 ATMs', '13 Hospitals', '1 Pharmacy', '1 Bus Depot', '1 Miscellaneous', '1 Library']	Looking for a 3 bhk property for sale in kolkata south? Buy this 3 bhk flat in ambuja upohar the condoville that is situated in chak garia, kolkata south. The floor plan additionally contains 3 bedroom(s), 3 bathrooms and 2 balconies. All in all, the flat is spread over a super built up area of 2079 sq.Ft. The property is located on the 10th floor of a 19 floors tall building. As the project is already ready to move, so you can easily move into this 5-10 years old property.
5149	J71210104	flat	Dlf New Town Heights	Kolkata East	New Town	2.0	1.0	1257	5887.0	0.74	New Property	3	Fully furnished	706.0	3	22.600691	88.469454	DLF New Town Heights	17.0	['2 Religious Places', '3 ATMs', '5 Hospitals', '4 Office Complexes', '1 Parking', '2 Bus Depots', '1 Miscellaneous']	It is a standard 2 bhk with 2 room, 2 bath, 1 big balcony, east garden swimming pool facing flat on lower floor, 1 basement parking, ready to move property for immediate sell.

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